Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
Search & Filter
Humor / Satire
4,434 comments
finally...ppl will believe me brampton is a real place lolol
finally...ppl will believe me brampton is a real place lolol
Joking comment about Brampton being recognized as a real place, using ironic humor about the city's visibility.
Humor / Satire
0.90
Saibotrons
Jan 27, 2026
MAGA - Moscow Agent Governs America
MAGA - Moscow Agent Governs America
A sarcastic acronym reinterpreting MAGA as a political jab, using wordplay for satirical effect.
Humor / Satire
0.90
@nnoddy8161
Mar 4, 2025
3:33 How Swift? Swift (fast) or Taylor Swift (faster)?
3:33 How Swift? Swift (fast) or Taylor Swift (faster)?
Makes a joke referencing Taylor Swift in response to a video timestamp, unrelated to substantive immigration discussion.
CaptainDPRK
Dec 24, 2025
Trudeau and Ford need to settle this in a Cage match with tRump and JD \nteam canada would wipe the floor with them.
Trudeau and Ford need to settle this in a Cage match with tRump and JD \nteam canada would wipe the floor with them.
Uses absurdist humor (cage match scenario) to satirize political tensions between leaders.
Humor / Satire
0.90
@mrdude5101
Mar 4, 2025
Pretty sikh ening if you ask me !
Pretty sikh ening if you ask me !
Commenter makes a pun on 'sickening' using 'Sikh,' a clear example of wordplay and humor.
Humor / Satire
0.90
johnnysaint9292
Jan 27, 2026
Oh yeah Indians are using Curry as AK -7 and using their traditional wear as pistols against the superior white race, If I was dumb I would definitely term it as an "INVASION".
Oh yeah Indians are using Curry as AK -7 and using their traditional wear as pistols against the superior white race, If I was dumb I would definitely term it as an "INVASION".
Uses absurdist sarcasm to mock the 'invasion' framing by ridiculing the notion that curry and traditional clothing are weapons.
sidharthshekar5046
Jan 27, 2026
It's funny because Canada won't actually be paying tariffs on US products, because the entire country stopped buying US products. lol.
It's funny because Canada won't actually be paying tariffs on US products, because the entire country stopped buying US products. lol.
Uses ironic humor to mock the tariff situation by suggesting Canadians have already stopped buying US products.
Humor / Satire
0.90
@secretsofconspiracy
Mar 4, 2025
12:29 😂😂😂😂 I wonder what he thought when seeing that picture 😂😂.
12:29 😂😂😂😂 I wonder what he thought when seeing that picture 😂😂.
Uses multiple laughing emojis and speculates humorously about a reaction to a specific video moment.
FariesWearBoots
Jan 27, 2026
are u from punjab:yes. are you from india:yes
are u from punjab:yes. are you from india:yes
Brief satirical exchange mimicking stereotypical interview questions about origin, using ironic repetition for comedic effect.
Humor / Satire
0.90
fbmxzihadhasan
Jan 27, 2026
I wish Trudeau would stay now lol his approval must be at an all time high.
I wish Trudeau would stay now lol his approval must be at an all time high.
Uses ironic humor to mock Trudeau's unpopularity by sarcastically suggesting his approval ratings have improved.
Humor / Satire
0.90
@bellefs
Mar 4, 2025
Trudeau is a wiener
Trudeau is a wiener
Brief insult using childish language ('wiener') presented as casual mockery rather than substantive critique.
Humor / Satire
0.90
@brianadams1318
Mar 4, 2025
Yea but butter chicken and samosas are fucking delicious
Yea but butter chicken and samosas are fucking delicious
Light-hearted, off-topic comment praising Indian cuisine as a humorous aside to the immigration debate.
Humor / Satire
0.90
ibruceeasily1728
Jan 29, 2026
The state of the world right now reminds me of my parking lot at work.....just an absolute shit show
The state of the world right now reminds me of my parking lot at work.....just an absolute shit show
Uses humorous analogy comparing world events to a chaotic parking lot as satirical commentary.
Humor / Satire
0.90
@tombob4002
Mar 4, 2025
2:57 lmao bro's like "i left india for a reason"
2:57 lmao bro's like "i left india for a reason"
Humorous reaction to a video timestamp, laughing at someone's statement about leaving India.
Humor / Satire
0.90
captaindanger13
Jan 27, 2026
Orange manbaby crying in the corner....!!!!!!!!!!!
Orange manbaby crying in the corner....!!!!!!!!!!!
Mocking, sarcastic characterization of Trump using derisive language and excessive punctuation.
Humor / Satire
0.90
@izakcelliers7307
Mar 4, 2025
Donald Duck
Donald Duck
Playful name-calling using a pun on Trump's name as satirical commentary.
Humor / Satire
0.90
@houthan9368
Mar 4, 2025
Singh Hortons
Singh Hortons
Wordplay joke combining 'Singh' (common Punjabi surname) with 'Tim Hortons' (Canadian coffee chain), mocking through pun.
Humor / Satire
0.90
shellbacksclub
Jan 27, 2026
It's like a bad SciFi Movie would have become reality.
It's like a bad SciFi Movie would have become reality.
Uses ironic comparison to science fiction to comment on current events in a satirical manner.
Humor / Satire
0.90
@qbeee
Mar 4, 2025
No more Canadian Bacon ?
No more Canadian Bacon ?
Joking reference to Canadian bacon in context of trade tensions, using wordplay for comedic effect.
Humor / Satire
0.90
@JorgeChicago1
Mar 4, 2025
As an american, my reply to this speech was realizing for 23 seconds that canada exists....and then another 37 seconds laughing.
As an american, my reply to this speech was realizing for 23 seconds that canada exists....and then another 37 seconds laughing.
Sarcastic, dismissive humor mocking Canada's relevance and the speaker's attention span, using comedic timing for effect.
Humor / Satire
0.90
@scroticus8
Mar 4, 2025
Compare Videos
Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
CNN
2,078
Tyler Oliveira
1,667
RocaNews
241
Global News
89
CTV News
68
Fear / Threat
Tyler Oliveira
1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
Tyler Oliveira
1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
CNN
1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
CNN
1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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Discourse Quality (Perspective API)